VectorMATRIX

About VectorMATRIX

VectorMATRIX is a consulting and technology company for self-hosted artificial intelligence serving industrial mid-sized companies and enterprises. The company develops and operates AI infrastructure in three deployment modes: fully local on customer hardware with open-weight models, in a private cloud within a customer-controlled tenancy (European VPS providers such as Hetzner, OVHcloud, IONOS, or customers' own AWS/Azure accounts), and optionally as a governed hybrid via the VectorMATRIX Sanitizer with policy-controlled egress. The service portfolio includes Twinforge – a 4D/5D digital twin generated from project documents with legacy data ingestion (SAP/Ariba, Excel, IFC, P&ID, RFID), AI Strategy & Architecture, Self-Hosted AI Deployment with local LLMs (Ollama, vLLM), vector databases (Qdrant, pgvector), workflow automation (n8n, custom agents) as well as cross-border market entry between Germany, the USA and Asia. Target industries are manufacturing/CNC, mining, oil & gas and the green energy sector with reference architectures for hydrogen electrolysers and utility-scale solar. The company cites twelve years of trilingual consulting experience in Europe and Southeast Asia; no founding year is stated.

Processes

Twinforge – 4D/5D Digital Twin from Project Documents, Legacy Data Ingestion (SAP/Ariba, Excel, IFC, P&ID), AI Strategy & Architecture, Self-Hosted AI Deployment (Local LLMs, Vector DBs, Workflow Automation), AI Consulting & Market Intelligence, Cross-Border Market Entry (DE ↔ US ↔ Asia), VectorMATRIX Sanitizer (Policy-Gated Egress)

Materials

Twinforge, Self-Hosted AI Deployment, VectorMATRIX Sanitizer, AI Strategy & Market Intelligence

Certificates

Data Sovereignty (Self-Hosted, Open Weights), Policy-Gated Egress (Sanitizer), ISO 9001

Industries

Manufacturing / CNC, Mining, Oil & Gas, Hydrogen / Green Energy, Solar, Mid-Sized Companies & Enterprise

1. 01

   AI Readiness Assessment & Use-Case Prioritisation

2. 02

   AI Strategy & Architecture Design

3. 03

   Legacy Data Ingestion & Canonical Data Model

4. 04

   Self-Hosted Deployment (LLMs, Vector Databases, Workflow Automation)

5. 05

   Governance via VectorMATRIX Sanitizer

6. 06

   Operations, Monitoring & Workflow Automation

Services & Technology

Products & Platform Modules

Inside the production

Data Sovereignty & Governance

All deployments are hardened to a uniform standard; in Governed Hybrid mode only a small share of requests (~5%) reaches a secured cloud API, while the rest remains local. Project and operational data never leaves the customer infrastructure unchecked.